{"id":"W3017398296","doi":"10.21037/qims-20-554","title":"Stability and plasticity of functional brain networks after hemispherectomy: implications for consciousness research","year":2020,"lang":"en","type":"letter","venue":"Quantitative Imaging in Medicine and Surgery","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Mental Health; Canadian Institute for Advanced Research","keywords":"Hemispherectomy; Consciousness; Computer science; Neuroplasticity; Neuroscience; Plasticity; Structural plasticity; Cognitive science; Psychology; Epilepsy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00161972,0.000256435,0.0007584065,0.0003262643,0.0002354126,0.00002689619,0.00009177963,0.0001177386,0.00004343369],"category_scores_gemma":[0.06412826,0.000225981,0.00007391583,0.0005866009,0.002646982,0.0001362645,0.0001238428,0.001070025,7.741435e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006663154,"about_ca_system_score_gemma":0.0001933449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009772581,"about_ca_topic_score_gemma":0.00005444472,"domain_scores_codex":[0.9970406,0.0007500726,0.0005077383,0.000908952,0.0003818907,0.0004107366],"domain_scores_gemma":[0.8285748,0.1707185,0.0001495446,0.0001443885,0.0003548489,0.00005795081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003267594,0.00002945508,0.05789135,0.0005877262,0.0000216485,0.00004059111,0.0005043836,0.000005706832,0.004125725,0.0005310153,0.9355337,0.0004019308],"study_design_scores_gemma":[0.004133886,0.0009652553,0.3916441,0.004237486,0.0002498342,0.000167009,0.00475874,0.01990959,0.00251614,0.05992544,0.5091496,0.002343027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02466304,0.001495088,0.008344785,0.9642477,0.0003421794,0.0005810437,0.0001736041,0.0000318809,0.0001206634],"genre_scores_gemma":[0.5560324,0.0001667502,0.00017343,0.4421576,0.0008281476,0.0004927599,0.00005344712,0.00004609089,0.00004944302],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5313693,"threshold_uncertainty_score":0.9752914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2184053009777399,"score_gpt":0.382402989825216,"score_spread":0.1639976888474761,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}